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全新基于内容的图像检索方法及关键技术黄全振9787550930902
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PrefaceChapter1 Introduction of Content-based Image Retrieval (1)1. 1 Develomn ad Current Status of Image Retrieval (1)1. 2 Research Status at Home and Abroad (8)1. 3 CBIR Technology (11)1. 4 Introduction of Classic CBIR System (12)1. 5 Organization of the Book (17)References (18)Chapter 2 Key Techniques of Content-based Image Retrieval ()2. 1 Basic Principles of CBIR Retrieval ()2. 2 Image Content (24). Matching Technology in Image Retrieval (30)2. 4 Performance Evaluation Criteria of Image Retrieval System (38)References (41)Chapter 3 Color-based Image Retrieval (43)3. 1 Color Space (43)3. 2 Color ntization (51)3. 3 Global Color Feature (55)3. 4 Color Space Feature (69)3. 5 Color Spatial Distribution Entropy (74)3. 6 Distribution Entropy Plane (77)3. 7 Improved Bit-plane Entropy Distribution (83)References (88)Chapter 4 Texture Feature-based Image Retrieval (92)4. 1 Texture Feature (92)4. 2 Perceptual Model of Texture (95)4. 3 Statistical Model of Texture (99)4. 4 Structural Model of Texture (107)4. 5 Transform Model of Texture (110)4. 6 MPEG-7 Texture Descriptors (113)References (114)Chapter 5 High-dimensional Indexing Technology (117)5. 1 High-dimensional Indexing Technology (117)5. 2 High-dimensional Properties in Vector Space (119)5. 3 Dimensional Casrohic Phenomena (121)5. 4 Vector Approximation Method Based on Vector ntization (125)5. 5 High-dimensional Index Method Based on SVD on dratic Distance (142)5. 6 Multi-resolution and High-dimensional Indexing Methods (145)5. 7 Application of Vector Approximation Method in Correlation Feedback Technique (151)5. 8 Evaluation Criteria for High-dimensional Index Technology (158)References (160)Chapter 6 Similarity Measures and Performance Evaluation (164)6. 1 Similarity Measures (164)6. 2 User Comparison (178)6. 3 Precision and Recall (178)6. 4 Precision-recall Graph (179)6. 5 Average Precision (180)6. 6 F-Score (181)6. 7 Average Normalized Modified Retrieval Rank(ANMRR) (182)References (183)
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